Gaussian Process Structural Equation Models with Latent Variables
Ricardo Bezerra de Andrade e SilvaPublished in: CoRR (2010)
Keyphrases
- latent variables
- gaussian process
- structural equation models
- causal effects
- gaussian processes
- probabilistic model
- observational data
- causal models
- approximate inference
- causal relationships
- random variables
- posterior distribution
- latent variable models
- topic models
- directed acyclic graph
- variational bayes
- latent space
- prior knowledge
- bayesian inference
- causal discovery
- pairwise
- bayesian framework
- closed form
- causal relations